Bibliographic record
Abstract
Macariini 1408 * R <i>Eumacaria madopata</i> (Guenée, [1858]) L Jun – M Jul – b G T: McGuffin (1972), Ferguson (2008) L: Bowman (1951), Ferguson (2008) C: CNC, OLDS, UASM 1409 R H <i>Speranza brunneata</i> (Th unberg, 1784) E Jul – M Jul m B g T: McGuffin (1972), Skou (1986), Ferguson (2008) L: Bowman (1951), McGuffi n (1972), Pohl et al. (2004b), Ferguson (2008) C: CNC, NFRC, OLDS, UASM 1410 * R <i>Speranza amboflava</i> (Ferguson, 1953) Jul m B g T: McGuffin (1972), Ferguson (2008) L: Bowman (1951), McGuffin (1972), Ferguson (2008) C: CNC, NFRC, OLDS, UASM 1411 * R <i>Speranza</i> <i>boreata</i> Ferguson, 2008 Jul m B – T: [McGuffi n (1972)], Ferguson (2008) L: [Bowman (1951)], [Prentice (1963)], [McGuffin (1972)], Ferguson (2008) C: CNC, NFRC, UASM 1412 R <i>Speranza exauspicata</i> (Walker, 1861) Jul m B g T: McGuffin (1972), Ferguson (2008) L: Bowman (1951), Prentice (1963), McGuffin (1972), Ives and Wong (1988), Ferguson (2008) C: CNC, NFRC, OLDS, UASM 1413 * R <i>Speranza coortaria</i> (Hulst, 1887) L Jul – b g T: McGuffin (1972), Ferguson (2008) L: None C: BCSC, DAM 1414 R <i>Speranza bitactata</i> (Walker, 1862) M Jul – E Aug m B g T: McGuffin (1972), Ferguson (2008) L: Bowman (1951), Prentice (1963), McGuffin (1972), Pohl et al. (2004b), Ferguson (2008) C: CNC, NFRC, OLDS, UASM 1415 * R <i>Speranza decorata</i> (Hulst, 1896) M Jul M b g T: McGuffin (1972), Ferguson (2008) L: Bowman (1951), McGuffin (1972), Ferguson (2008) C: CNC, NFRC, UASM 1416 * R <i>Speranza occiduaria</i> (Packard, 1874) Jul m B g T: Ferguson (1953), McGuffi n (1972), Ferguson (2008) L: Bowman (1951), Ferguson (1953), McGuffin (1972), Ferguson (2008) C: CNC, NFRC, OLDS, PMAE, UASM 1417 * R <i>Speranza helena</i> (Cassino, 1928) Aug – – G T: Ferguson (2008) L: None C: UASM 1418 R <i>Speranza ribearia</i> (Fitch, 1848) Jul – – G T: McGuffin (1972), Ferguson (2008) L: Bowman (1951), McGuffin (1972), Ferguson (2008) C: CNC, NFRC, UASM 1419 * R <i>Speranza quadrilinearia</i> (Packard, 1873) Aug – – G T: McGuffin (1972), Ferguson (2008) L: None C: UASM 1420 R <i>Speranza simplex</i> (Dyar, 1907) M Jul M – – T: McGuffin (1972), Ferguson (2008) L: Bowman (1951), McGuffin (1972), Ferguson (2008) C: CNC, OLDS, UASM 1421 * R H <i>Speranza loricaria</i> (Hulst, 1837) E Jul – M Jul m B g T: McGuffin (1972), Skou (1986), Ferguson (2008) L: Bowman (1951), Prentice (1963), McGuffin (1972), Ives and Wong (1988), Pohl et al. (2004b), Ferguson (2008) C: CNC, NFRC, OLDS, PMAE, UASM 1422 * R <i>Speranza plumosata</i> (Barnes and McDunnough, 1917) Jul M – – T: McGuffin (1972), Ferguson (2008) L: None C: UASM 1423 * R <i>Epelis truncataria</i> (Walker, 1862) M May – M Jun m B – T: McGuffin (1972), Ferguson (2008) L: Bowman (1951), McGuffin (1972), Ferguson (2008) C: CNC, NFRC, PMAE, UASM 1424 * R H <i>Macaria notata</i> (Linnaeus, 1758) L Jun – E Jul m B – T: McGuffin (1972), Ferguson (2008) L: Bowman (1951), Prentice (1963), McGuffin (1972), Ives and Wong (1988), Pohl et al. (2004b), Ferguson (2008) C: CNC, NFRC, OLDS, UASM 1425 R <i>Macaria aemulataria</i> (Walker, 1861) M Jul – B g T: McGuffin (1972), Ferguson (2008) L: Bowman (1951), Prentice (1963), McGuffin (1972), Ferguson (2008) C: CNC, NFRC, PMAE, UASM 1426 * R <i>Macaria masquerata</i> Ferguson, 2008 L Jun – E Jul – B – T: Ferguson (2008) L: [Prentice (1963)], [McGuffin (1972)], Ferguson (2008) C: CNC, NFRC 1427 * U <i>Macaria adonis</i> (Barnes and McDunnough, 1918) May – Jul? M – – T: McGuffin (1972), Ferguson (2008) L: None C: UASM 1428 * R <i>Macaria sexmaculata</i> Packard, 1867 Jul M B – T: McGuffin (1972), Ferguson (1974, 2008) L: Bowman (1951), Prentice (1963), McGuffin (1972), Ferguson (1974, 2008) C: CNC, NFRC, OLDS, UASM 1429 * R <i>Macaria signaria</i> (Hübner, 1809) Jun M B – T: McGuffin (1972), Ferguson (1974, 2008), Skou (1986) L: Bowman (1951), McGuffi n (1972), Ferguson (1974, 2008), Pohl et al. (2004b) C: CNC, NFRC, UASM 1430 R <i>Macaria oweni</i> (Swett, 1907) M May – L Jun m B – T: McGuffin (1972), Ferguson (1974, 2008) L: Bowman (1951), Prentice (1963), Ferguson (1974, 2008) C: CNC, NFRC, OLDS, UASM 1431 * R <i>Digrammia californiaria</i> (Packard, 1871) M May – M Jun; – – G T: McGuffin (1972), Ferguson (2008) Aug (2Br?) L: Bowman (1951), McGuffin (1972), Ferguson (2008) C: CNC, UASM 1432 * R <i>Digrammia delectata</i> (Hulst, 1887) Jul M – – T: McGuffin (1972), Ferguson (2008) L: None C: UASM 1433 R <i>Digrammia denticulata</i> (Grote, 1883) Jun m B g T: McGuffin (1972), Ferguson (2008) L: Bowman (1951), McGuffin (1972), Ferguson (2008) C: CNC, NFRC, OLDS, UASM 1434 R <i>Digrammia curvata</i> (Grote, 1880) M May – L Jun – – G T: McGuffin (1972), Ferguson (2008) L: McGuffi n (1972), Ferguson (2008) C: CNC, OLDS, UASM 1434.1 * P <i>Digrammia triviata</i> (Barnes and Benjamin, 1917) May – Jun; Aug – M – – T: McGuffin (1972), Ferguson (2008) Sep (2Br?) 1435 * R <i>Digrammia setonana</i> (McDunnough, 1927) Jun M – – T: McGuffin (1972), Ferguson (2008) L: Prentice (1963), McGuffin (1972), Ferguson (2008) C: CNC 1436 * R <i>Digrammia rippertaria</i> (Duponchel, 1830) Jul m B g T: McGuffin (1972), Skou (1986), Ferguson (2008) L: Bowman (1951), Prentice (1963), McGuffin (1972), Ives and Wong (1988), Pohl et al. (2004b), Ferguson (2008) C: CNC, NFRC, OLDS, UASM 1437 * R <i>Digrammia decorata</i> (Grossbeck, 1907) L Jun – L Aug – – G T: McGuffin (1972), Ferguson (2008) L: Bowman (1951), McGuffin (1972), Ferguson (2008) C: CNC, OLDS, UASM 1438 R <i>Digrammia mellistrigata</i> (Grote, 1873) E – L Jul m B g T: McGuffin (1972), Ferguson (2008) L: Bowman (1951), Prentice (1963), McGuffin (1972), Ferguson (2008) C: CNC, NFRC, OLDS, UASM 1439 * R <i>Digrammia subminiata</i> (Packard, 1873) M May – L Jun; – – G Aug (2Br?) T: McGuffin (1972), Ferguson (2008) L: Bowman (1951), McGuffin (1972), Ferguson (2008) C: CNC, UASM 1440 R <i>Digrammia neptaria</i> (Guenée, [1858]) Jun M b g T: McGuffin (1972), Ferguson (2008) L: Bowman (1951), Prentice (1963), McGuffin (1972), Ferguson (2008) C: CNC, NFRC, OLDS, UASM 1441 * R <i>Digrammia irrorata</i> (Packard, 1876) E Jun – – G T: McGuffin (1972), Ferguson (2008) L: None C: CNC, UASM 1442 * R <i>Fernaldella fimetaria</i> (Grote and Robinson, 1870) Jun – – G T: McGuffin (1972), Ferguson (2008) L: McGuffi n (1972), Ferguson (2008) C: CNC, UASM
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.140 | 0.017 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".